Defebsive Stats

Dataset statistics

Number of variables	29
Number of observations	85122
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	21.5 MiB
Average record size in memory	264.8 B

Variable types

Numeric	12
Categorical	17

Alerts

`date_x` has a high cardinality: 1361 distinct values	High cardinality
`id_x` is highly overall correlated with `country_id` and 1 other fields	High correlation
`match_api_id` is highly overall correlated with `season`	High correlation
`B365H` is highly overall correlated with `BWH` and 5 other fields	High correlation
`BWH` is highly overall correlated with `B365H` and 5 other fields	High correlation
`IWH` is highly overall correlated with `B365H` and 5 other fields	High correlation
`LBH` is highly overall correlated with `B365H` and 5 other fields	High correlation
`WHH` is highly overall correlated with `B365H` and 5 other fields	High correlation
`VCH` is highly overall correlated with `B365H` and 5 other fields	High correlation
`avgOdds` is highly overall correlated with `B365H` and 5 other fields	High correlation
`country_id` is highly overall correlated with `id_x` and 1 other fields	High correlation
`league_id` is highly overall correlated with `id_x` and 1 other fields	High correlation
`season` is highly overall correlated with `match_api_id`	High correlation
`date_y` is highly overall correlated with `buildUpPlayDribblingClass`	High correlation
`buildUpPlayDribblingClass` is highly overall correlated with `date_y`	High correlation
`buildUpPlayPositioningClass` is highly imbalanced (61.4%)	Imbalance
`defencePressureClass` is highly imbalanced (55.8%)	Imbalance
`defenceAggressionClass` is highly imbalanced (60.7%)	Imbalance
`defenceTeamWidthClass` is highly imbalanced (64.1%)	Imbalance
`defenceDefenderLineClass` is highly imbalanced (57.3%)	Imbalance
`homeTeamID` is highly skewed (γ1 = 27.14622012)	Skewed
`away_team_api_id` is highly skewed (γ1 = 21.85942501)	Skewed

Reproduction

Analysis started	2023-02-28 23:51:26.139893
Analysis finished	2023-02-28 23:51:54.983176
Duration	28.84 seconds
Software version	pandas-profiling vv3.6.3
Download configuration	config.json

id_x
Real number (ℝ)

Distinct	14503
Distinct (%)	17.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10708.051

Minimum	1729
Maximum	24557
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	1729
5-th percentile	2439
Q1	5312
median	8967
Q3	12652
95-th percentile	23815
Maximum	24557
Range	22828
Interquartile range (IQR)	7340

Descriptive statistics

Standard deviation	7005.7292
Coefficient of variation (CV)	0.65424879
Kurtosis	-0.59839634
Mean	10708.051
Median Absolute Deviation (MAD)	3671
Skewness	0.82642879
Sum	9.1149069 × 10⁸
Variance	49080242
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1729	6	< 0.1%
10476	6	< 0.1%
13250	6	< 0.1%
13270	6	< 0.1%
10263	6	< 0.1%
10288	6	< 0.1%
10312	6	< 0.1%
10331	6	< 0.1%
10349	6	< 0.1%
10387	6	< 0.1%
Other values (14493)	85062	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1729	6	< 0.1%
1730	6	< 0.1%
1731	6	< 0.1%
1732	6	< 0.1%
1733	6	< 0.1%
1734	6	< 0.1%
1735	6	< 0.1%
1736	6	< 0.1%
1737	6	< 0.1%
1738	6	< 0.1%

Value	Count	Frequency (%)
24557	6	< 0.1%
24556	5	< 0.1%
24555	6	< 0.1%
24554	6	< 0.1%
24553	6	< 0.1%
24552	6	< 0.1%
24551	6	< 0.1%
24550	6	< 0.1%
24549	6	< 0.1%
24548	6	< 0.1%

country_id
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

1729	18216
21518	17786
4769	17479
10257	17210
7809	14431

Length

Max length	5
Median length	4
Mean length	4.4111276
Min length	4

Characters and Unicode

Total characters	375484
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1729
2nd row	1729
3rd row	1729
4th row	1729
5th row	1729

Common Values

Value	Count	Frequency (%)
1729	18216	21.4%
21518	17786	20.9%
4769	17479	20.5%
10257	17210	20.2%
7809	14431	17.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1729	18216	21.4%
21518	17786	20.9%
4769	17479	20.5%
10257	17210	20.2%
7809	14431	17.0%

Most occurring characters

Value	Count	Frequency (%)
1	70998	18.9%
7	67336	17.9%
2	53212	14.2%
9	50126	13.3%
5	34996	9.3%
8	32217	8.6%
0	31641	8.4%
4	17479	4.7%
6	17479	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	375484	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	70998	18.9%
7	67336	17.9%
2	53212	14.2%
9	50126	13.3%
5	34996	9.3%
8	32217	8.6%
0	31641	8.4%
4	17479	4.7%
6	17479	4.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	375484	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	70998	18.9%
7	67336	17.9%
2	53212	14.2%
9	50126	13.3%
5	34996	9.3%
8	32217	8.6%
0	31641	8.4%
4	17479	4.7%
6	17479	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	375484	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	70998	18.9%
7	67336	17.9%
2	53212	14.2%
9	50126	13.3%
5	34996	9.3%
8	32217	8.6%
0	31641	8.4%
4	17479	4.7%
6	17479	4.7%

league_id
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

1729	18216
21518	17786
4769	17479
10257	17210
7809	14431

Length

Max length	5
Median length	4
Mean length	4.4111276
Min length	4

Characters and Unicode

Total characters	375484
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1729
2nd row	1729
3rd row	1729
4th row	1729
5th row	1729

Common Values

Value	Count	Frequency (%)
1729	18216	21.4%
21518	17786	20.9%
4769	17479	20.5%
10257	17210	20.2%
7809	14431	17.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1729	18216	21.4%
21518	17786	20.9%
4769	17479	20.5%
10257	17210	20.2%
7809	14431	17.0%

Most occurring characters

Value	Count	Frequency (%)
1	70998	18.9%
7	67336	17.9%
2	53212	14.2%
9	50126	13.3%
5	34996	9.3%
8	32217	8.6%
0	31641	8.4%
4	17479	4.7%
6	17479	4.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	375484	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	70998	18.9%
7	67336	17.9%
2	53212	14.2%
9	50126	13.3%
5	34996	9.3%
8	32217	8.6%
0	31641	8.4%
4	17479	4.7%
6	17479	4.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	375484	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	70998	18.9%
7	67336	17.9%
2	53212	14.2%
9	50126	13.3%
5	34996	9.3%
8	32217	8.6%
0	31641	8.4%
4	17479	4.7%
6	17479	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	375484	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	70998	18.9%
7	67336	17.9%
2	53212	14.2%
9	50126	13.3%
5	34996	9.3%
8	32217	8.6%
0	31641	8.4%
4	17479	4.7%
6	17479	4.7%

season
Categorical

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

2013/2014	10760
2010/2011	10753
2012/2013	10751
2014/2015	10644
2011/2012	10640
Other values (3)	31574

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	766098
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2008/2009
2nd row	2008/2009
3rd row	2008/2009
4th row	2008/2009
5th row	2008/2009

Common Values

Value	Count	Frequency (%)
2013/2014	10760	12.6%
2010/2011	10753	12.6%
2012/2013	10751	12.6%
2014/2015	10644	12.5%
2011/2012	10640	12.5%
2008/2009	10586	12.4%
2009/2010	10575	12.4%
2015/2016	10413	12.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2013/2014	10760	12.6%
2010/2011	10753	12.6%
2012/2013	10751	12.6%
2014/2015	10644	12.5%
2011/2012	10640	12.5%
2008/2009	10586	12.4%
2009/2010	10575	12.4%
2015/2016	10413	12.2%

Most occurring characters

Value	Count	Frequency (%)
0	223319	29.2%
2	191635	25.0%
1	159890	20.9%
/	85122	11.1%
3	21511	2.8%
4	21404	2.8%
9	21161	2.8%
5	21057	2.7%
8	10586	1.4%
6	10413	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	680976	88.9%
Other Punctuation	85122	11.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	223319	32.8%
2	191635	28.1%
1	159890	23.5%
3	21511	3.2%
4	21404	3.1%
9	21161	3.1%
5	21057	3.1%
8	10586	1.6%
6	10413	1.5%

Other Punctuation

Value	Count	Frequency (%)
/	85122	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	766098	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	223319	29.2%
2	191635	25.0%
1	159890	20.9%
/	85122	11.1%
3	21511	2.8%
4	21404	2.8%
9	21161	2.8%
5	21057	2.7%
8	10586	1.4%
6	10413	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	766098	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	223319	29.2%
2	191635	25.0%
1	159890	20.9%
/	85122	11.1%
3	21511	2.8%
4	21404	2.8%
9	21161	2.8%
5	21057	2.7%
8	10586	1.4%
6	10413	1.4%

date_x
Categorical

Distinct	1361
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

2012-05-13 00:00:00	221
2012-04-07 00:00:00	210
2013-03-30 00:00:00	208
2015-04-04 00:00:00	200
2010-04-03 00:00:00	194
Other values (1356)	84089

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	1617318
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2008-08-17 00:00:00
2nd row	2008-08-17 00:00:00
3rd row	2008-08-17 00:00:00
4th row	2008-08-17 00:00:00
5th row	2008-08-17 00:00:00

Common Values

Value	Count	Frequency (%)
2012-05-13 00:00:00	221	0.3%
2012-04-07 00:00:00	210	0.2%
2013-03-30 00:00:00	208	0.2%
2015-04-04 00:00:00	200	0.2%
2010-04-03 00:00:00	194	0.2%
2009-04-11 00:00:00	192	0.2%
2011-05-07 00:00:00	191	0.2%
2008-10-29 00:00:00	183	0.2%
2015-05-23 00:00:00	180	0.2%
2011-02-05 00:00:00	180	0.2%
Other values (1351)	83163	97.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
00:00:00	85122	50.0%
2012-05-13	221	0.1%
2012-04-07	210	0.1%
2013-03-30	208	0.1%
2015-04-04	200	0.1%
2010-04-03	194	0.1%
2009-04-11	192	0.1%
2011-05-07	191	0.1%
2008-10-29	183	0.1%
2015-05-23	180	0.1%
Other values (1352)	83343	49.0%

Most occurring characters

Value	Count	Frequency (%)
0	721808	44.6%
-	170244	10.5%
:	170244	10.5%
1	161743	10.0%
2	152302	9.4%
	85122	5.3%
3	33030	2.0%
4	28640	1.8%
9	26945	1.7%
5	26285	1.6%
Other values (3)	40955	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1191708	73.7%
Dash Punctuation	170244	10.5%
Other Punctuation	170244	10.5%
Space Separator	85122	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	721808	60.6%
1	161743	13.6%
2	152302	12.8%
3	33030	2.8%
4	28640	2.4%
9	26945	2.3%
5	26285	2.2%
8	18871	1.6%
6	14029	1.2%
7	8055	0.7%

Dash Punctuation

Value	Count	Frequency (%)
-	170244	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	170244	100.0%

Space Separator

Value	Count	Frequency (%)
	85122	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1617318	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	721808	44.6%
-	170244	10.5%
:	170244	10.5%
1	161743	10.0%
2	152302	9.4%
	85122	5.3%
3	33030	2.0%
4	28640	1.8%
9	26945	1.7%
5	26285	1.6%
Other values (3)	40955	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1617318	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	721808	44.6%
-	170244	10.5%
:	170244	10.5%
1	161743	10.0%
2	152302	9.4%
	85122	5.3%
3	33030	2.0%
4	28640	1.8%
9	26945	1.7%
5	26285	1.6%
Other values (3)	40955	2.5%

match_api_id
Real number (ℝ)

Distinct	14503
Distinct (%)	17.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1196854.3

Minimum	483129
Maximum	2118418
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	483129
5-th percentile	489392
Q1	829888.25
median	1216804
Q3	1536862
95-th percentile	2030088
Maximum	2118418
Range	1635289
Interquartile range (IQR)	706973.75

Descriptive statistics

Standard deviation	491767.11
Coefficient of variation (CV)	0.41088303
Kurtosis	-1.1730164
Mean	1196854.3
Median Absolute Deviation (MAD)	386875
Skewness	0.23275169
Sum	1.0187863 × 10¹¹
Variance	2.4183489 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
489042	6	< 0.1%
539848	6	< 0.1%
2060390	6	< 0.1%
2060430	6	< 0.1%
537638	6	< 0.1%
539666	6	< 0.1%
539692	6	< 0.1%
539711	6	< 0.1%
539729	6	< 0.1%
539759	6	< 0.1%
Other values (14493)	85062	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
483129	6	< 0.1%
483130	6	< 0.1%
483131	6	< 0.1%
483132	4	< 0.1%
483133	6	< 0.1%
483134	6	< 0.1%
483135	6	< 0.1%
483136	6	< 0.1%
483137	6	< 0.1%
483138	6	< 0.1%

Value	Count	Frequency (%)
2118418	6	< 0.1%
2060645	6	< 0.1%
2060644	6	< 0.1%
2060643	6	< 0.1%
2060642	6	< 0.1%
2060641	6	< 0.1%
2060640	6	< 0.1%
2060639	6	< 0.1%
2060638	6	< 0.1%
2060637	6	< 0.1%

homeTeamID
Real number (ℝ)

Distinct	164
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9356.3284

Minimum	4087
Maximum	208931
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	4087
5-th percentile	8178
Q1	8535
median	8686
Q3	9869
95-th percentile	10260
Maximum	208931
Range	204844
Interquartile range (IQR)	1334

Descriptive statistics

Standard deviation	5639.3222
Coefficient of variation (CV)	0.60272812
Kurtosis	827.31043
Mean	9356.3284
Median Absolute Deviation (MAD)	509
Skewness	27.14622
Sum	7.9642939 × 10⁸
Variance	31801955
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8305	912	1.1%
8689	912	1.1%
9853	912	1.1%
9941	912	1.1%
9864	912	1.1%
9847	912	1.1%
8456	912	1.1%
8634	912	1.1%
8633	912	1.1%
9906	912	1.1%
Other values (154)	76002	89.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4087	380	0.4%
4170	57	0.1%
6269	68	0.1%
6391	38	< 0.1%
7794	375	0.4%
7819	564	0.7%
7869	114	0.1%
7878	475	0.6%
7943	342	0.4%
8121	114	0.1%

Value	Count	Frequency (%)
208931	38	< 0.1%
108893	114	0.1%
10281	456	0.5%
10278	95	0.1%
10269	810	1.0%
10268	228	0.3%
10267	912	1.1%
10261	798	0.9%
10260	906	1.1%
10252	912	1.1%

away_team_api_id
Real number (ℝ)

Distinct	164
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9510.4273

Minimum	4087
Maximum	208931
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	4087
5-th percentile	8178
Q1	8534
median	8686
Q3	9869
95-th percentile	10260
Maximum	208931
Range	204844
Interquartile range (IQR)	1335

Descriptive statistics

Standard deviation	8065.376
Coefficient of variation (CV)	0.84805611
Kurtosis	506.51092
Mean	9510.4273
Median Absolute Deviation (MAD)	509
Skewness	21.859425
Sum	8.0954659 × 10⁸
Variance	65050290
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10252	912	1.1%
10194	912	1.1%
8456	912	1.1%
8455	912	1.1%
8668	912	1.1%
10260	912	1.1%
8586	912	1.1%
8650	912	1.1%
8472	906	1.1%
9825	906	1.1%
Other values (154)	76014	89.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4087	446	0.5%
4170	108	0.1%
6269	104	0.1%
6391	110	0.1%
7794	439	0.5%
7819	550	0.6%
7869	109	0.1%
7878	561	0.7%
7943	329	0.4%
8121	106	0.1%

Value	Count	Frequency (%)
208931	109	0.1%
108893	114	0.1%
10281	442	0.5%
10278	113	0.1%
10269	803	0.9%
10268	222	0.3%
10267	890	1.0%
10261	792	0.9%
10260	912	1.1%
10252	912	1.1%

B365H
Real number (ℝ)

Distinct	118
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5767614

Minimum	1.04
Maximum	26
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	1.04
5-th percentile	1.25
Q1	1.67
median	2.1
Q3	2.75
95-th percentile	5.75
Maximum	26
Range	24.96
Interquartile range (IQR)	1.08

Descriptive statistics

Standard deviation	1.7376252
Coefficient of variation (CV)	0.67434463
Kurtosis	23.325409
Mean	2.5767614
Median Absolute Deviation (MAD)	0.5
Skewness	3.9216386
Sum	219339.08
Variance	3.0193413
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.1	4059	4.8%
2	3720	4.4%
1.91	2948	3.5%
2.5	2919	3.4%
2.2	2919	3.4%
1.44	2363	2.8%
2.4	2337	2.7%
2.25	2244	2.6%
2.3	2202	2.6%
1.8	1947	2.3%
Other values (108)	57464	67.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.04	30	< 0.1%
1.05	102	0.1%
1.06	126	0.1%
1.07	72	0.1%
1.08	168	0.2%
1.09	54	0.1%
1.1	204	0.2%
1.11	84	0.1%
1.13	300	0.4%
1.14	336	0.4%

Value	Count	Frequency (%)
26	11	< 0.1%
23	5	< 0.1%
21	17	< 0.1%
19	21	< 0.1%
17	41	< 0.1%
15	135	0.2%
14	6	< 0.1%
13	235	0.3%
12	149	0.2%
11	132	0.2%

BWH
Real number (ℝ)

Distinct	220
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5241906

Minimum	1.03
Maximum	34
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	1.03
5-th percentile	1.25
Q1	1.67
median	2.1
Q3	2.7
95-th percentile	5.5
Maximum	34
Range	32.97
Interquartile range (IQR)	1.03

Descriptive statistics

Standard deviation	1.6079208
Coefficient of variation (CV)	0.63700453
Kurtosis	27.662383
Mean	2.5241906
Median Absolute Deviation (MAD)	0.5
Skewness	3.9201569
Sum	214864.15
Variance	2.5854094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	2827	3.3%
2.1	2591	3.0%
2.05	2554	3.0%
1.95	2505	2.9%
2.15	2291	2.7%
2.25	2167	2.5%
2.3	2079	2.4%
2.4	2039	2.4%
2.2	2037	2.4%
1.75	2007	2.4%
Other values (210)	62025	72.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.03	12	< 0.1%
1.04	6	< 0.1%
1.05	78	0.1%
1.06	90	0.1%
1.07	72	0.1%
1.08	198	0.2%
1.09	90	0.1%
1.1	168	0.2%
1.11	126	0.1%
1.12	240	0.3%

Value	Count	Frequency (%)
34	6	< 0.1%
21	15	< 0.1%
19	6	< 0.1%
18	5	< 0.1%
17	11	< 0.1%
16.5	7	< 0.1%
16	12	< 0.1%
15.5	11	< 0.1%
15	18	< 0.1%
14.5	12	< 0.1%

IWH
Real number (ℝ)

Distinct	146
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4392142

Minimum	1.05
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	1.05
5-th percentile	1.25
Q1	1.7
median	2.1
Q3	2.6
95-th percentile	5.1
Maximum	20
Range	18.95
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	1.420259
Coefficient of variation (CV)	0.58226087
Kurtosis	17.938802
Mean	2.4392142
Median Absolute Deviation (MAD)	0.45
Skewness	3.4942613
Sum	207630.79
Variance	2.0171356
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	5315	6.2%
2.1	4970	5.8%
2.2	4647	5.5%
1.9	4088	4.8%
2.3	3906	4.6%
2.4	3219	3.8%
1.8	3052	3.6%
2.5	2729	3.2%
2.6	2629	3.1%
1.85	2331	2.7%
Other values (136)	48236	56.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.05	84	0.1%
1.07	198	0.2%
1.08	48	0.1%
1.1	276	0.3%
1.11	42	< 0.1%
1.12	360	0.4%
1.13	12	< 0.1%
1.15	510	0.6%
1.17	384	0.5%
1.18	42	< 0.1%

Value	Count	Frequency (%)
20	11	< 0.1%
15	19	< 0.1%
14	50	0.1%
13	53	0.1%
12.5	21	< 0.1%
12	96	0.1%
11.5	12	< 0.1%
11	77	0.1%
10.5	30	< 0.1%
10.3	50	0.1%

LBH
Real number (ℝ)

Distinct	119
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.4959032

Minimum	1.04
Maximum	26
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	1.04
5-th percentile	1.25
Q1	1.67
median	2.1
Q3	2.62
95-th percentile	5.5
Maximum	26
Range	24.96
Interquartile range (IQR)	0.95

Descriptive statistics

Standard deviation	1.5899034
Coefficient of variation (CV)	0.63700525
Kurtosis	22.841074
Mean	2.4959032
Median Absolute Deviation (MAD)	0.48
Skewness	3.8426793
Sum	212456.27
Variance	2.5277929
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.1	3977	4.7%
2	3850	4.5%
2.2	3169	3.7%
2.25	2877	3.4%
1.8	2764	3.2%
2.5	2643	3.1%
1.91	2563	3.0%
2.4	2043	2.4%
1.83	1970	2.3%
2.38	1965	2.3%
Other values (109)	57301	67.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.04	18	< 0.1%
1.05	72	0.1%
1.06	36	< 0.1%
1.07	126	0.1%
1.08	150	0.2%
1.09	114	0.1%
1.1	198	0.2%
1.11	114	0.1%
1.12	216	0.3%
1.13	30	< 0.1%

Value	Count	Frequency (%)
26	6	< 0.1%
23	5	< 0.1%
21	6	< 0.1%
19	14	< 0.1%
17	23	< 0.1%
15	79	0.1%
13	151	0.2%
12	166	0.2%
11	132	0.2%
10.5	6	< 0.1%

WHH
Real number (ℝ)

Distinct	116
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5517918

Minimum	1.02
Maximum	26
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	1.02
5-th percentile	1.25
Q1	1.7
median	2.1
Q3	2.7
95-th percentile	5.5
Maximum	26
Range	24.98
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.6711369
Coefficient of variation (CV)	0.65488763
Kurtosis	23.643049
Mean	2.5517918
Median Absolute Deviation (MAD)	0.5
Skewness	3.9555182
Sum	217213.62
Variance	2.7926984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.5	3090	3.6%
2	3047	3.6%
2.1	2958	3.5%
2.3	2868	3.4%
2.4	2837	3.3%
2.2	2569	3.0%
1.91	2564	3.0%
2.05	2315	2.7%
2.25	2216	2.6%
1.44	2207	2.6%
Other values (106)	58451	68.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.02	6	< 0.1%
1.04	12	< 0.1%
1.05	54	0.1%
1.06	84	0.1%
1.07	42	< 0.1%
1.08	216	0.3%
1.1	270	0.3%
1.11	132	0.2%
1.12	156	0.2%
1.14	432	0.5%

Value	Count	Frequency (%)
26	6	< 0.1%
23	5	< 0.1%
21	19	< 0.1%
19	11	< 0.1%
17	42	< 0.1%
15	146	0.2%
13	108	0.1%
12	219	0.3%
11	184	0.2%
10.5	12	< 0.1%

VCH
Real number (ℝ)

Distinct	156
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6233912

Minimum	1.03
Maximum	36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	1.03
5-th percentile	1.25
Q1	1.7
median	2.1
Q3	2.75
95-th percentile	5.75
Maximum	36
Range	34.97
Interquartile range (IQR)	1.05

Descriptive statistics

Standard deviation	1.8911879
Coefficient of variation (CV)	0.72089435
Kurtosis	35.770315
Mean	2.6233912
Median Absolute Deviation (MAD)	0.5
Skewness	4.6598604
Sum	223308.3
Variance	3.5765916
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.1	3205	3.8%
2	3035	3.6%
2.2	2755	3.2%
2.3	2346	2.8%
2.5	2341	2.8%
2.05	2320	2.7%
2.25	2194	2.6%
2.4	1803	2.1%
1.8	1795	2.1%
2.15	1787	2.1%
Other values (146)	61541	72.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.03	12	< 0.1%
1.04	30	< 0.1%
1.05	36	< 0.1%
1.06	174	0.2%
1.07	78	0.1%
1.08	54	0.1%
1.083	6	< 0.1%
1.09	138	0.2%
1.1	156	0.2%
1.11	108	0.1%

Value	Count	Frequency (%)
36	6	< 0.1%
31	5	< 0.1%
29	11	< 0.1%
26	2	< 0.1%
23	11	< 0.1%
22	6	< 0.1%
21	23	< 0.1%
20	13	< 0.1%
19	41	< 0.1%
18	38	< 0.1%

avgOdds
Real number (ℝ)

Distinct	2266
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5268982

Minimum	1.042
Maximum	28.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	1.042
5-th percentile	1.258
Q1	1.682
median	2.1
Q3	2.684
95-th percentile	5.52
Maximum	28.4
Range	27.358
Interquartile range (IQR)	1.002

Descriptive statistics

Standard deviation	1.6247736
Coefficient of variation (CV)	0.64299131
Kurtosis	23.844992
Mean	2.5268982
Median Absolute Deviation (MAD)	0.478
Skewness	3.8963364
Sum	215094.63
Variance	2.6398891
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.04	526	0.6%
2.05	515	0.6%
2.21	485	0.6%
2.2	474	0.6%
2.15	463	0.5%
2.12	457	0.5%
2.16	436	0.5%
2.13	420	0.5%
2.1	409	0.5%
2.09	403	0.5%
Other values (2256)	80534	94.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.042	12	< 0.1%
1.044	6	< 0.1%
1.048	6	< 0.1%
1.05	6	< 0.1%
1.052	12	< 0.1%
1.054	6	< 0.1%
1.054	6	< 0.1%
1.056	6	< 0.1%
1.056	6	< 0.1%
1.058	6	< 0.1%

Value	Count	Frequency (%)
28.4	6	< 0.1%
22.4	5	< 0.1%
20.8	5	< 0.1%
20.4	6	< 0.1%
19.5	2	< 0.1%
19.4	6	< 0.1%
18.4	5	< 0.1%
17.1	5	< 0.1%
17	6	< 0.1%
16.7	6	< 0.1%

id_y
Real number (ℝ)

Distinct	924
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	733.76216

Minimum	10
Maximum	1450
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.3 MiB

Quantile statistics

Minimum	10
5-th percentile	85
Q1	347
median	777
Q3	1119
95-th percentile	1376
Maximum	1450
Range	1440
Interquartile range (IQR)	772

Descriptive statistics

Standard deviation	424.13519
Coefficient of variation (CV)	0.57802815
Kurtosis	-1.2667832
Mean	733.76216
Median Absolute Deviation (MAD)	374
Skewness	-0.055996648
Sum	62459303
Variance	179890.66
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
503	152	0.2%
1282	152	0.2%
504	152	0.2%
1311	152	0.2%
801	152	0.2%
802	152	0.2%
803	152	0.2%
804	152	0.2%
805	152	0.2%
806	152	0.2%
Other values (914)	83602	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	56	0.1%
11	56	0.1%
12	56	0.1%
13	56	0.1%
14	56	0.1%
15	56	0.1%
16	150	0.2%
17	150	0.2%
18	150	0.2%
19	150	0.2%

Value	Count	Frequency (%)
1450	76	0.1%
1449	76	0.1%
1448	76	0.1%
1447	76	0.1%
1446	76	0.1%
1445	76	0.1%
1433	19	< 0.1%
1432	19	< 0.1%
1431	19	< 0.1%
1430	19	< 0.1%

date_y
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

2012-02-22 00:00:00	14317
2013-09-20 00:00:00	14227
2011-02-22 00:00:00	14204
2014-09-19 00:00:00	14204
2015-09-10 00:00:00	14171

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	1617318
Distinct characters	10
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2010-02-22 00:00:00
2nd row	2011-02-22 00:00:00
3rd row	2012-02-22 00:00:00
4th row	2013-09-20 00:00:00
5th row	2014-09-19 00:00:00

Common Values

Value	Count	Frequency (%)
2012-02-22 00:00:00	14317	16.8%
2013-09-20 00:00:00	14227	16.7%
2011-02-22 00:00:00	14204	16.7%
2014-09-19 00:00:00	14204	16.7%
2015-09-10 00:00:00	14171	16.6%
2010-02-22 00:00:00	13999	16.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
00:00:00	85122	50.0%
2012-02-22	14317	8.4%
2013-09-20	14227	8.4%
2011-02-22	14204	8.3%
2014-09-19	14204	8.3%
2015-09-10	14171	8.3%
2010-02-22	13999	8.2%

Most occurring characters

Value	Count	Frequency (%)
0	723373	44.7%
2	241226	14.9%
-	170244	10.5%
:	170244	10.5%
1	127701	7.9%
	85122	5.3%
9	56806	3.5%
3	14227	0.9%
4	14204	0.9%
5	14171	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1191708	73.7%
Dash Punctuation	170244	10.5%
Other Punctuation	170244	10.5%
Space Separator	85122	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	723373	60.7%
2	241226	20.2%
1	127701	10.7%
9	56806	4.8%
3	14227	1.2%
4	14204	1.2%
5	14171	1.2%

Dash Punctuation

Value	Count	Frequency (%)
-	170244	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	170244	100.0%

Space Separator

Value	Count	Frequency (%)
	85122	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1617318	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	723373	44.7%
2	241226	14.9%
-	170244	10.5%
:	170244	10.5%
1	127701	7.9%
	85122	5.3%
9	56806	3.5%
3	14227	0.9%
4	14204	0.9%
5	14171	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1617318	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	723373	44.7%
2	241226	14.9%
-	170244	10.5%
:	170244	10.5%
1	127701	7.9%
	85122	5.3%
9	56806	3.5%
3	14227	0.9%
4	14204	0.9%
5	14171	0.9%

buildUpPlaySpeedClass
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Balanced	69579
Fast	11598
Slow	3945

Length

Max length	8
Median length	8
Mean length	7.269613
Min length	4

Characters and Unicode

Total characters	618804
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Fast
2nd row	Balanced
3rd row	Balanced
4th row	Balanced
5th row	Balanced

Common Values

Value	Count	Frequency (%)
Balanced	69579	81.7%
Fast	11598	13.6%
Slow	3945	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
balanced	69579	81.7%
fast	11598	13.6%
slow	3945	4.6%

Most occurring characters

Value	Count	Frequency (%)
a	150756	24.4%
l	73524	11.9%
B	69579	11.2%
n	69579	11.2%
c	69579	11.2%
e	69579	11.2%
d	69579	11.2%
F	11598	1.9%
s	11598	1.9%
t	11598	1.9%
Other values (3)	11835	1.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	533682	86.2%
Uppercase Letter	85122	13.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	150756	28.2%
l	73524	13.8%
n	69579	13.0%
c	69579	13.0%
e	69579	13.0%
d	69579	13.0%
s	11598	2.2%
t	11598	2.2%
o	3945	0.7%
w	3945	0.7%

Uppercase Letter

Value	Count	Frequency (%)
B	69579	81.7%
F	11598	13.6%
S	3945	4.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	618804	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	150756	24.4%
l	73524	11.9%
B	69579	11.2%
n	69579	11.2%
c	69579	11.2%
e	69579	11.2%
d	69579	11.2%
F	11598	1.9%
s	11598	1.9%
t	11598	1.9%
Other values (3)	11835	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	618804	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	150756	24.4%
l	73524	11.9%
B	69579	11.2%
n	69579	11.2%
c	69579	11.2%
e	69579	11.2%
d	69579	11.2%
F	11598	1.9%
s	11598	1.9%
t	11598	1.9%
Other values (3)	11835	1.9%

buildUpPlayDribblingClass
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Little	59039
Normal	24046
Lots	2037

Length

Max length	6
Median length	6
Mean length	5.9521393
Min length	4

Characters and Unicode

Total characters	506658
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Little
2nd row	Little
3rd row	Little
4th row	Little
5th row	Normal

Common Values

Value	Count	Frequency (%)
Little	59039	69.4%
Normal	24046	28.2%
Lots	2037	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
little	59039	69.4%
normal	24046	28.2%
lots	2037	2.4%

Most occurring characters

Value	Count	Frequency (%)
t	120115	23.7%
l	83085	16.4%
L	61076	12.1%
i	59039	11.7%
e	59039	11.7%
o	26083	5.1%
N	24046	4.7%
r	24046	4.7%
m	24046	4.7%
a	24046	4.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	421536	83.2%
Uppercase Letter	85122	16.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	120115	28.5%
l	83085	19.7%
i	59039	14.0%
e	59039	14.0%
o	26083	6.2%
r	24046	5.7%
m	24046	5.7%
a	24046	5.7%
s	2037	0.5%

Uppercase Letter

Value	Count	Frequency (%)
L	61076	71.8%
N	24046	28.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	506658	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	120115	23.7%
l	83085	16.4%
L	61076	12.1%
i	59039	11.7%
e	59039	11.7%
o	26083	5.1%
N	24046	4.7%
r	24046	4.7%
m	24046	4.7%
a	24046	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	506658	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	120115	23.7%
l	83085	16.4%
L	61076	12.1%
i	59039	11.7%
e	59039	11.7%
o	26083	5.1%
N	24046	4.7%
r	24046	4.7%
m	24046	4.7%
a	24046	4.7%

buildUpPlayPassingClass
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Mixed	70922
Short	8696
Long	5504

Length

Max length	5
Median length	5
Mean length	4.9353399
Min length	4

Characters and Unicode

Total characters	420106
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Mixed
2nd row	Mixed
3rd row	Mixed
4th row	Mixed
5th row	Mixed

Common Values

Value	Count	Frequency (%)
Mixed	70922	83.3%
Short	8696	10.2%
Long	5504	6.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
mixed	70922	83.3%
short	8696	10.2%
long	5504	6.5%

Most occurring characters

Value	Count	Frequency (%)
M	70922	16.9%
i	70922	16.9%
x	70922	16.9%
e	70922	16.9%
d	70922	16.9%
o	14200	3.4%
S	8696	2.1%
h	8696	2.1%
r	8696	2.1%
t	8696	2.1%
Other values (3)	16512	3.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	334984	79.7%
Uppercase Letter	85122	20.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	70922	21.2%
x	70922	21.2%
e	70922	21.2%
d	70922	21.2%
o	14200	4.2%
h	8696	2.6%
r	8696	2.6%
t	8696	2.6%
n	5504	1.6%
g	5504	1.6%

Uppercase Letter

Value	Count	Frequency (%)
M	70922	83.3%
S	8696	10.2%
L	5504	6.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	420106	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	70922	16.9%
i	70922	16.9%
x	70922	16.9%
e	70922	16.9%
d	70922	16.9%
o	14200	3.4%
S	8696	2.1%
h	8696	2.1%
r	8696	2.1%
t	8696	2.1%
Other values (3)	16512	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	420106	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	70922	16.9%
i	70922	16.9%
x	70922	16.9%
e	70922	16.9%
d	70922	16.9%
o	14200	3.4%
S	8696	2.1%
h	8696	2.1%
r	8696	2.1%
t	8696	2.1%
Other values (3)	16512	3.9%

buildUpPlayPositioningClass
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Organised	78701
Free Form	6421

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	766098
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Organised
2nd row	Organised
3rd row	Organised
4th row	Organised
5th row	Organised

Common Values

Value	Count	Frequency (%)
Organised	78701	92.5%
Free Form	6421	7.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
organised	78701	86.0%
free	6421	7.0%
form	6421	7.0%

Most occurring characters

Value	Count	Frequency (%)
r	91543	11.9%
e	91543	11.9%
O	78701	10.3%
g	78701	10.3%
a	78701	10.3%
n	78701	10.3%
i	78701	10.3%
s	78701	10.3%
d	78701	10.3%
F	12842	1.7%
Other values (3)	19263	2.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	668134	87.2%
Uppercase Letter	91543	11.9%
Space Separator	6421	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	91543	13.7%
e	91543	13.7%
g	78701	11.8%
a	78701	11.8%
n	78701	11.8%
i	78701	11.8%
s	78701	11.8%
d	78701	11.8%
o	6421	1.0%
m	6421	1.0%

Uppercase Letter

Value	Count	Frequency (%)
O	78701	86.0%
F	12842	14.0%

Space Separator

Value	Count	Frequency (%)
	6421	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	759677	99.2%
Common	6421	0.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	91543	12.1%
e	91543	12.1%
O	78701	10.4%
g	78701	10.4%
a	78701	10.4%
n	78701	10.4%
i	78701	10.4%
s	78701	10.4%
d	78701	10.4%
F	12842	1.7%
Other values (2)	12842	1.7%

Common

Value	Count	Frequency (%)
	6421	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	766098	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	91543	11.9%
e	91543	11.9%
O	78701	10.3%
g	78701	10.3%
a	78701	10.3%
n	78701	10.3%
i	78701	10.3%
s	78701	10.3%
d	78701	10.3%
F	12842	1.7%
Other values (3)	19263	2.5%

chanceCreationPassingClass
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Normal	68785
Risky	12948
Safe	3389

Length

Max length	6
Median length	6
Mean length	5.768262
Min length	4

Characters and Unicode

Total characters	491006
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Normal
2nd row	Normal
3rd row	Normal
4th row	Normal
5th row	Normal

Common Values

Value	Count	Frequency (%)
Normal	68785	80.8%
Risky	12948	15.2%
Safe	3389	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
normal	68785	80.8%
risky	12948	15.2%
safe	3389	4.0%

Most occurring characters

Value	Count	Frequency (%)
a	72174	14.7%
N	68785	14.0%
o	68785	14.0%
r	68785	14.0%
m	68785	14.0%
l	68785	14.0%
R	12948	2.6%
i	12948	2.6%
s	12948	2.6%
k	12948	2.6%
Other values (4)	23115	4.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	405884	82.7%
Uppercase Letter	85122	17.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	72174	17.8%
o	68785	16.9%
r	68785	16.9%
m	68785	16.9%
l	68785	16.9%
i	12948	3.2%
s	12948	3.2%
k	12948	3.2%
y	12948	3.2%
f	3389	0.8%

Uppercase Letter

Value	Count	Frequency (%)
N	68785	80.8%
R	12948	15.2%
S	3389	4.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	491006	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	72174	14.7%
N	68785	14.0%
o	68785	14.0%
r	68785	14.0%
m	68785	14.0%
l	68785	14.0%
R	12948	2.6%
i	12948	2.6%
s	12948	2.6%
k	12948	2.6%
Other values (4)	23115	4.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	491006	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	72174	14.7%
N	68785	14.0%
o	68785	14.0%
r	68785	14.0%
m	68785	14.0%
l	68785	14.0%
R	12948	2.6%
i	12948	2.6%
s	12948	2.6%
k	12948	2.6%
Other values (4)	23115	4.7%

chanceCreationCrossingClass
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Normal	68412
Lots	13573
Little	3137

Length

Max length	6
Median length	6
Mean length	5.681093
Min length	4

Characters and Unicode

Total characters	483586
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Lots
2nd row	Normal
3rd row	Normal
4th row	Lots
5th row	Lots

Common Values

Value	Count	Frequency (%)
Normal	68412	80.4%
Lots	13573	15.9%
Little	3137	3.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
normal	68412	80.4%
lots	13573	15.9%
little	3137	3.7%

Most occurring characters

Value	Count	Frequency (%)
o	81985	17.0%
l	71549	14.8%
N	68412	14.1%
r	68412	14.1%
m	68412	14.1%
a	68412	14.1%
t	19847	4.1%
L	16710	3.5%
s	13573	2.8%
i	3137	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	398464	82.4%
Uppercase Letter	85122	17.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	81985	20.6%
l	71549	18.0%
r	68412	17.2%
m	68412	17.2%
a	68412	17.2%
t	19847	5.0%
s	13573	3.4%
i	3137	0.8%
e	3137	0.8%

Uppercase Letter

Value	Count	Frequency (%)
N	68412	80.4%
L	16710	19.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	483586	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	81985	17.0%
l	71549	14.8%
N	68412	14.1%
r	68412	14.1%
m	68412	14.1%
a	68412	14.1%
t	19847	4.1%
L	16710	3.5%
s	13573	2.8%
i	3137	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	483586	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	81985	17.0%
l	71549	14.8%
N	68412	14.1%
r	68412	14.1%
m	68412	14.1%
a	68412	14.1%
t	19847	4.1%
L	16710	3.5%
s	13573	2.8%
i	3137	0.6%

chanceCreationShootingClass
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Normal	68866
Lots	14227
Little	2029

Length

Max length	6
Median length	6
Mean length	5.6657268
Min length	4

Characters and Unicode

Total characters	482278
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Normal
2nd row	Lots
3rd row	Normal
4th row	Normal
5th row	Normal

Common Values

Value	Count	Frequency (%)
Normal	68866	80.9%
Lots	14227	16.7%
Little	2029	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
normal	68866	80.9%
lots	14227	16.7%
little	2029	2.4%

Most occurring characters

Value	Count	Frequency (%)
o	83093	17.2%
l	70895	14.7%
N	68866	14.3%
r	68866	14.3%
m	68866	14.3%
a	68866	14.3%
t	18285	3.8%
L	16256	3.4%
s	14227	2.9%
i	2029	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	397156	82.4%
Uppercase Letter	85122	17.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	83093	20.9%
l	70895	17.9%
r	68866	17.3%
m	68866	17.3%
a	68866	17.3%
t	18285	4.6%
s	14227	3.6%
i	2029	0.5%
e	2029	0.5%

Uppercase Letter

Value	Count	Frequency (%)
N	68866	80.9%
L	16256	19.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	482278	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	83093	17.2%
l	70895	14.7%
N	68866	14.3%
r	68866	14.3%
m	68866	14.3%
a	68866	14.3%
t	18285	3.8%
L	16256	3.4%
s	14227	2.9%
i	2029	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	482278	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	83093	17.2%
l	70895	14.7%
N	68866	14.3%
r	68866	14.3%
m	68866	14.3%
a	68866	14.3%
t	18285	3.8%
L	16256	3.4%
s	14227	2.9%
i	2029	0.4%

chanceCreationPositioningClass
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Organised	70834
Free Form	14288

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	766098
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Free Form
2nd row	Free Form
3rd row	Organised
4th row	Organised
5th row	Organised

Common Values

Value	Count	Frequency (%)
Organised	70834	83.2%
Free Form	14288	16.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
organised	70834	71.3%
free	14288	14.4%
form	14288	14.4%

Most occurring characters

Value	Count	Frequency (%)
r	99410	13.0%
e	99410	13.0%
O	70834	9.2%
g	70834	9.2%
a	70834	9.2%
n	70834	9.2%
i	70834	9.2%
s	70834	9.2%
d	70834	9.2%
F	28576	3.7%
Other values (3)	42864	5.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	652400	85.2%
Uppercase Letter	99410	13.0%
Space Separator	14288	1.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	99410	15.2%
e	99410	15.2%
g	70834	10.9%
a	70834	10.9%
n	70834	10.9%
i	70834	10.9%
s	70834	10.9%
d	70834	10.9%
o	14288	2.2%
m	14288	2.2%

Uppercase Letter

Value	Count	Frequency (%)
O	70834	71.3%
F	28576	28.7%

Space Separator

Value	Count	Frequency (%)
	14288	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	751810	98.1%
Common	14288	1.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	99410	13.2%
e	99410	13.2%
O	70834	9.4%
g	70834	9.4%
a	70834	9.4%
n	70834	9.4%
i	70834	9.4%
s	70834	9.4%
d	70834	9.4%
F	28576	3.8%
Other values (2)	28576	3.8%

Common

Value	Count	Frequency (%)
	14288	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	766098	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	99410	13.0%
e	99410	13.0%
O	70834	9.2%
g	70834	9.2%
a	70834	9.2%
n	70834	9.2%
i	70834	9.2%
s	70834	9.2%
d	70834	9.2%
F	28576	3.7%
Other values (3)	42864	5.6%

defencePressureClass
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Medium	73587
Deep	7307
High	4228

Length

Max length	6
Median length	6
Mean length	5.7289772
Min length	4

Characters and Unicode

Total characters	487662
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Medium
2nd row	Medium
3rd row	Medium
4th row	Medium
5th row	Medium

Common Values

Value	Count	Frequency (%)
Medium	73587	86.4%
Deep	7307	8.6%
High	4228	5.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
medium	73587	86.4%
deep	7307	8.6%
high	4228	5.0%

Most occurring characters

Value	Count	Frequency (%)
e	88201	18.1%
i	77815	16.0%
M	73587	15.1%
d	73587	15.1%
u	73587	15.1%
m	73587	15.1%
D	7307	1.5%
p	7307	1.5%
H	4228	0.9%
g	4228	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	402540	82.5%
Uppercase Letter	85122	17.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	88201	21.9%
i	77815	19.3%
d	73587	18.3%
u	73587	18.3%
m	73587	18.3%
p	7307	1.8%
g	4228	1.1%
h	4228	1.1%

Uppercase Letter

Value	Count	Frequency (%)
M	73587	86.4%
D	7307	8.6%
H	4228	5.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	487662	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	88201	18.1%
i	77815	16.0%
M	73587	15.1%
d	73587	15.1%
u	73587	15.1%
m	73587	15.1%
D	7307	1.5%
p	7307	1.5%
H	4228	0.9%
g	4228	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	487662	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	88201	18.1%
i	77815	16.0%
M	73587	15.1%
d	73587	15.1%
u	73587	15.1%
m	73587	15.1%
D	7307	1.5%
p	7307	1.5%
H	4228	0.9%
g	4228	0.9%

defenceAggressionClass
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Press	75305
Double	6399
Contain	3418

Length

Max length	7
Median length	5
Mean length	5.1554827
Min length	5

Characters and Unicode

Total characters	438845
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Press
2nd row	Press
3rd row	Press
4th row	Press
5th row	Press

Common Values

Value	Count	Frequency (%)
Press	75305	88.5%
Double	6399	7.5%
Contain	3418	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
press	75305	88.5%
double	6399	7.5%
contain	3418	4.0%

Most occurring characters

Value	Count	Frequency (%)
s	150610	34.3%
e	81704	18.6%
P	75305	17.2%
r	75305	17.2%
o	9817	2.2%
n	6836	1.6%
D	6399	1.5%
u	6399	1.5%
b	6399	1.5%
l	6399	1.5%
Other values (4)	13672	3.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	353723	80.6%
Uppercase Letter	85122	19.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	150610	42.6%
e	81704	23.1%
r	75305	21.3%
o	9817	2.8%
n	6836	1.9%
u	6399	1.8%
b	6399	1.8%
l	6399	1.8%
t	3418	1.0%
a	3418	1.0%

Uppercase Letter

Value	Count	Frequency (%)
P	75305	88.5%
D	6399	7.5%
C	3418	4.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	438845	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	150610	34.3%
e	81704	18.6%
P	75305	17.2%
r	75305	17.2%
o	9817	2.2%
n	6836	1.6%
D	6399	1.5%
u	6399	1.5%
b	6399	1.5%
l	6399	1.5%
Other values (4)	13672	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	438845	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	150610	34.3%
e	81704	18.6%
P	75305	17.2%
r	75305	17.2%
o	9817	2.2%
n	6836	1.6%
D	6399	1.5%
u	6399	1.5%
b	6399	1.5%
l	6399	1.5%
Other values (4)	13672	3.1%

defenceTeamWidthClass
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Normal	76062
Wide	7084
Narrow	1976

Length

Max length	6
Median length	6
Mean length	5.8335565
Min length	4

Characters and Unicode

Total characters	496564
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Normal
2nd row	Normal
3rd row	Normal
4th row	Normal
5th row	Normal

Common Values

Value	Count	Frequency (%)
Normal	76062	89.4%
Wide	7084	8.3%
Narrow	1976	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
normal	76062	89.4%
wide	7084	8.3%
narrow	1976	2.3%

Most occurring characters

Value	Count	Frequency (%)
r	80014	16.1%
N	78038	15.7%
o	78038	15.7%
a	78038	15.7%
m	76062	15.3%
l	76062	15.3%
W	7084	1.4%
i	7084	1.4%
d	7084	1.4%
e	7084	1.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	411442	82.9%
Uppercase Letter	85122	17.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	80014	19.4%
o	78038	19.0%
a	78038	19.0%
m	76062	18.5%
l	76062	18.5%
i	7084	1.7%
d	7084	1.7%
e	7084	1.7%
w	1976	0.5%

Uppercase Letter

Value	Count	Frequency (%)
N	78038	91.7%
W	7084	8.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	496564	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	80014	16.1%
N	78038	15.7%
o	78038	15.7%
a	78038	15.7%
m	76062	15.3%
l	76062	15.3%
W	7084	1.4%
i	7084	1.4%
d	7084	1.4%
e	7084	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	496564	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	80014	16.1%
N	78038	15.7%
o	78038	15.7%
a	78038	15.7%
m	76062	15.3%
l	76062	15.3%
W	7084	1.4%
i	7084	1.4%
d	7084	1.4%
e	7084	1.4%

defenceDefenderLineClass
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.3 MiB

Cover	77694
Offside Trap	7428

Length

Max length	12
Median length	5
Mean length	5.6108409
Min length	5

Characters and Unicode

Total characters	477606
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cover
2nd row	Cover
3rd row	Cover
4th row	Cover
5th row	Cover

Common Values

Value	Count	Frequency (%)
Cover	77694	91.3%
Offside Trap	7428	8.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
cover	77694	83.9%
offside	7428	8.0%
trap	7428	8.0%

Most occurring characters

Value	Count	Frequency (%)
e	85122	17.8%
r	85122	17.8%
C	77694	16.3%
o	77694	16.3%
v	77694	16.3%
f	14856	3.1%
O	7428	1.6%
s	7428	1.6%
i	7428	1.6%
d	7428	1.6%
Other values (4)	29712	6.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	377628	79.1%
Uppercase Letter	92550	19.4%
Space Separator	7428	1.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	85122	22.5%
r	85122	22.5%
o	77694	20.6%
v	77694	20.6%
f	14856	3.9%
s	7428	2.0%
i	7428	2.0%
d	7428	2.0%
a	7428	2.0%
p	7428	2.0%

Uppercase Letter

Value	Count	Frequency (%)
C	77694	83.9%
O	7428	8.0%
T	7428	8.0%

Space Separator

Value	Count	Frequency (%)
	7428	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	470178	98.4%
Common	7428	1.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	85122	18.1%
r	85122	18.1%
C	77694	16.5%
o	77694	16.5%
v	77694	16.5%
f	14856	3.2%
O	7428	1.6%
s	7428	1.6%
i	7428	1.6%
d	7428	1.6%
Other values (3)	22284	4.7%

Common

Value	Count	Frequency (%)
	7428	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	477606	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	85122	17.8%
r	85122	17.8%
C	77694	16.3%
o	77694	16.3%
v	77694	16.3%
f	14856	3.1%
O	7428	1.6%
s	7428	1.6%
i	7428	1.6%
d	7428	1.6%
Other values (4)	29712	6.2%

Auto

Heatmap
Table

	id_x	match_api_id	homeTeamID	away_team_api_id	B365H	BWH	IWH	LBH	WHH	VCH	avgOdds	id_y	country_id	league_id	season	date_y	buildUpPlaySpeedClass	buildUpPlayDribblingClass	buildUpPlayPassingClass	buildUpPlayPositioningClass	chanceCreationPassingClass	chanceCreationCrossingClass	chanceCreationShootingClass	chanceCreationPositioningClass	defencePressureClass	defenceAggressionClass	defenceTeamWidthClass	defenceDefenderLineClass
id_x	1.000	0.292	-0.087	-0.085	-0.036	-0.022	-0.024	-0.026	-0.028	-0.026	-0.025	-0.069	0.860	0.860	0.252	0.000	0.202	0.138	0.177	0.218	0.125	0.132	0.105	0.196	0.123	0.089	0.110	0.241
match_api_id	0.292	1.000	-0.021	-0.026	0.021	0.045	0.036	0.054	0.058	0.054	0.049	-0.002	0.000	0.000	1.000	0.000	0.021	0.016	0.022	0.006	0.015	0.016	0.020	0.013	0.023	0.017	0.025	0.014
homeTeamID	-0.087	-0.021	1.000	-0.029	-0.051	-0.054	-0.057	-0.057	-0.054	-0.053	-0.055	0.192	0.059	0.059	0.078	0.020	0.041	0.024	0.021	0.011	0.024	0.014	0.027	0.018	0.032	0.018	0.009	0.012
away_team_api_id	-0.085	-0.026	-0.029	1.000	0.056	0.056	0.060	0.056	0.054	0.053	0.056	0.003	0.071	0.071	0.096	0.000	0.009	0.010	0.006	0.011	0.009	0.006	0.000	0.015	0.009	0.005	0.003	0.016
B365H	-0.036	0.021	-0.051	0.056	1.000	0.995	0.990	0.993	0.995	0.996	0.997	0.034	0.078	0.078	0.034	0.000	0.018	0.024	0.055	0.074	0.023	0.019	0.049	0.079	0.037	0.011	0.024	0.030
BWH	-0.022	0.045	-0.054	0.056	0.995	1.000	0.991	0.993	0.994	0.995	0.998	0.033	0.080	0.080	0.028	0.000	0.016	0.022	0.047	0.059	0.013	0.020	0.040	0.063	0.027	0.016	0.017	0.027
IWH	-0.024	0.036	-0.057	0.060	0.990	0.991	1.000	0.990	0.988	0.988	0.994	0.034	0.088	0.088	0.040	0.000	0.023	0.025	0.056	0.082	0.026	0.022	0.055	0.089	0.039	0.015	0.023	0.030
LBH	-0.026	0.054	-0.057	0.056	0.993	0.993	0.990	1.000	0.994	0.994	0.997	0.036	0.081	0.081	0.038	0.000	0.017	0.024	0.053	0.069	0.018	0.020	0.048	0.074	0.037	0.014	0.020	0.026
WHH	-0.028	0.058	-0.054	0.054	0.995	0.994	0.988	0.994	1.000	0.996	0.998	0.034	0.082	0.082	0.039	0.000	0.017	0.024	0.053	0.070	0.021	0.018	0.048	0.076	0.037	0.012	0.020	0.027
VCH	-0.026	0.054	-0.053	0.053	0.996	0.995	0.988	0.994	0.996	1.000	0.998	0.034	0.080	0.080	0.036	0.000	0.019	0.021	0.047	0.059	0.013	0.022	0.039	0.062	0.027	0.016	0.016	0.026
avgOdds	-0.025	0.049	-0.055	0.056	0.997	0.998	0.994	0.997	0.998	0.998	1.000	0.034	0.085	0.085	0.034	0.000	0.017	0.023	0.052	0.066	0.018	0.022	0.045	0.070	0.034	0.014	0.018	0.030
id_y	-0.069	-0.002	0.192	0.003	0.034	0.033	0.034	0.036	0.034	0.034	0.034	1.000	0.305	0.305	0.052	0.007	0.169	0.116	0.156	0.220	0.152	0.169	0.129	0.243	0.108	0.140	0.111	0.147
country_id	0.860	0.000	0.059	0.071	0.078	0.080	0.088	0.081	0.082	0.080	0.085	0.305	1.000	1.000	0.000	0.000	0.227	0.150	0.191	0.233	0.154	0.154	0.109	0.224	0.140	0.094	0.116	0.278
league_id	0.860	0.000	0.059	0.071	0.078	0.080	0.088	0.081	0.082	0.080	0.085	0.305	1.000	1.000	0.000	0.000	0.227	0.150	0.191	0.233	0.154	0.154	0.109	0.224	0.140	0.094	0.116	0.278
season	0.252	1.000	0.078	0.096	0.034	0.028	0.040	0.038	0.039	0.036	0.034	0.052	0.000	0.000	1.000	0.000	0.021	0.016	0.022	0.006	0.015	0.016	0.020	0.013	0.023	0.017	0.025	0.014
date_y	0.000	0.000	0.020	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.007	0.000	0.000	0.000	1.000	0.163	0.667	0.259	0.220	0.216	0.169	0.279	0.159	0.336	0.376	0.301	0.421
buildUpPlaySpeedClass	0.202	0.021	0.041	0.009	0.018	0.016	0.023	0.017	0.017	0.019	0.017	0.169	0.227	0.227	0.021	0.163	1.000	0.069	0.285	0.091	0.248	0.187	0.122	0.159	0.089	0.197	0.049	0.122
buildUpPlayDribblingClass	0.138	0.016	0.024	0.010	0.024	0.022	0.025	0.024	0.024	0.021	0.023	0.116	0.150	0.150	0.016	0.667	0.069	1.000	0.048	0.107	0.082	0.074	0.136	0.103	0.113	0.116	0.121	0.159
buildUpPlayPassingClass	0.177	0.022	0.021	0.006	0.055	0.047	0.056	0.053	0.053	0.047	0.052	0.156	0.191	0.191	0.022	0.259	0.285	0.048	1.000	0.326	0.249	0.227	0.150	0.274	0.191	0.210	0.096	0.302
buildUpPlayPositioningClass	0.218	0.006	0.011	0.011	0.074	0.059	0.082	0.069	0.070	0.059	0.066	0.220	0.233	0.233	0.006	0.220	0.091	0.107	0.326	1.000	0.056	0.122	0.268	0.445	0.116	0.149	0.106	0.245
chanceCreationPassingClass	0.125	0.015	0.024	0.009	0.023	0.013	0.026	0.018	0.021	0.013	0.018	0.152	0.154	0.154	0.015	0.216	0.248	0.082	0.249	0.056	1.000	0.211	0.137	0.141	0.156	0.186	0.120	0.166
chanceCreationCrossingClass	0.132	0.016	0.014	0.006	0.019	0.020	0.022	0.020	0.018	0.022	0.022	0.169	0.154	0.154	0.016	0.169	0.187	0.074	0.227	0.122	0.211	1.000	0.069	0.190	0.105	0.143	0.118	0.072
chanceCreationShootingClass	0.105	0.020	0.027	0.000	0.049	0.040	0.055	0.048	0.048	0.039	0.045	0.129	0.109	0.109	0.020	0.279	0.122	0.136	0.150	0.268	0.137	0.069	1.000	0.242	0.213	0.116	0.132	0.212
chanceCreationPositioningClass	0.196	0.013	0.018	0.015	0.079	0.063	0.089	0.074	0.076	0.062	0.070	0.243	0.224	0.224	0.013	0.159	0.159	0.103	0.274	0.445	0.141	0.190	0.242	1.000	0.046	0.074	0.037	0.189
defencePressureClass	0.123	0.023	0.032	0.009	0.037	0.027	0.039	0.037	0.037	0.027	0.034	0.108	0.140	0.140	0.023	0.336	0.089	0.113	0.191	0.116	0.156	0.105	0.213	0.046	1.000	0.231	0.435	0.138
defenceAggressionClass	0.089	0.017	0.018	0.005	0.011	0.016	0.015	0.014	0.012	0.016	0.014	0.140	0.094	0.094	0.017	0.376	0.197	0.116	0.210	0.149	0.186	0.143	0.116	0.074	0.231	1.000	0.199	0.368
defenceTeamWidthClass	0.110	0.025	0.009	0.003	0.024	0.017	0.023	0.020	0.020	0.016	0.018	0.111	0.116	0.116	0.025	0.301	0.049	0.121	0.096	0.106	0.120	0.118	0.132	0.037	0.435	0.199	1.000	0.156
defenceDefenderLineClass	0.241	0.014	0.012	0.016	0.030	0.027	0.030	0.026	0.027	0.026	0.030	0.147	0.278	0.278	0.014	0.421	0.122	0.159	0.302	0.245	0.166	0.072	0.212	0.189	0.138	0.368	0.156	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	id_x	country_id	league_id	season	date_x	match_api_id	homeTeamID	away_team_api_id	B365H	BWH	IWH	LBH	WHH	VCH	avgOdds	id_y	date_y	buildUpPlaySpeedClass	buildUpPlayDribblingClass	buildUpPlayPassingClass	buildUpPlayPositioningClass	chanceCreationPassingClass	chanceCreationCrossingClass	chanceCreationShootingClass	chanceCreationPositioningClass	defencePressureClass	defenceAggressionClass	defenceTeamWidthClass	defenceDefenderLineClass
0	1729	1729	1729	2008/2009	2008-08-17 00:00:00	489042	10260	10261	1.29	1.3	1.3	1.25	1.25	1.28	1.276	807	2010-02-22 00:00:00	Fast	Little	Mixed	Organised	Normal	Lots	Normal	Free Form	Medium	Press	Normal	Cover
1	1729	1729	1729	2008/2009	2008-08-17 00:00:00	489042	10260	10261	1.29	1.3	1.3	1.25	1.25	1.28	1.276	808	2011-02-22 00:00:00	Balanced	Little	Mixed	Organised	Normal	Normal	Lots	Free Form	Medium	Press	Normal	Cover
2	1729	1729	1729	2008/2009	2008-08-17 00:00:00	489042	10260	10261	1.29	1.3	1.3	1.25	1.25	1.28	1.276	809	2012-02-22 00:00:00	Balanced	Little	Mixed	Organised	Normal	Normal	Normal	Organised	Medium	Press	Normal	Cover
3	1729	1729	1729	2008/2009	2008-08-17 00:00:00	489042	10260	10261	1.29	1.3	1.3	1.25	1.25	1.28	1.276	810	2013-09-20 00:00:00	Balanced	Little	Mixed	Organised	Normal	Lots	Normal	Organised	Medium	Press	Normal	Cover
4	1729	1729	1729	2008/2009	2008-08-17 00:00:00	489042	10260	10261	1.29	1.3	1.3	1.25	1.25	1.28	1.276	811	2014-09-19 00:00:00	Balanced	Normal	Mixed	Organised	Normal	Lots	Normal	Organised	Medium	Press	Normal	Cover
5	1729	1729	1729	2008/2009	2008-08-17 00:00:00	489042	10260	10261	1.29	1.3	1.3	1.25	1.25	1.28	1.276	812	2015-09-10 00:00:00	Balanced	Normal	Mixed	Organised	Normal	Normal	Normal	Organised	Medium	Press	Normal	Cover
6	1739	1729	1729	2008/2009	2008-10-29 00:00:00	489132	10260	8654	1.20	1.2	1.2	1.20	1.20	1.20	1.200	807	2010-02-22 00:00:00	Fast	Little	Mixed	Organised	Normal	Lots	Normal	Free Form	Medium	Press	Normal	Cover
7	1739	1729	1729	2008/2009	2008-10-29 00:00:00	489132	10260	8654	1.20	1.2	1.2	1.20	1.20	1.20	1.200	808	2011-02-22 00:00:00	Balanced	Little	Mixed	Organised	Normal	Normal	Lots	Free Form	Medium	Press	Normal	Cover
8	1739	1729	1729	2008/2009	2008-10-29 00:00:00	489132	10260	8654	1.20	1.2	1.2	1.20	1.20	1.20	1.200	809	2012-02-22 00:00:00	Balanced	Little	Mixed	Organised	Normal	Normal	Normal	Organised	Medium	Press	Normal	Cover
9	1739	1729	1729	2008/2009	2008-10-29 00:00:00	489132	10260	8654	1.20	1.2	1.2	1.20	1.20	1.20	1.200	810	2013-09-20 00:00:00	Balanced	Little	Mixed	Organised	Normal	Lots	Normal	Organised	Medium	Press	Normal	Cover

	id_x	country_id	league_id	season	date_x	match_api_id	homeTeamID	away_team_api_id	B365H	BWH	IWH	LBH	WHH	VCH	avgOdds	id_y	date_y	buildUpPlaySpeedClass	buildUpPlayDribblingClass	buildUpPlayPassingClass	buildUpPlayPositioningClass	chanceCreationPassingClass	chanceCreationCrossingClass	chanceCreationShootingClass	chanceCreationPositioningClass	defencePressureClass	defenceAggressionClass	defenceTeamWidthClass	defenceDefenderLineClass
85112	24529	21518	21518	2015/2016	2015-10-03 00:00:00	2030143	8306	8372	2.1	2.10	2.1	2.0	2.1	2.05	2.07	668	2012-02-22 00:00:00	Balanced	Little	Mixed	Organised	Normal	Normal	Normal	Organised	Medium	Press	Normal	Cover
85113	24529	21518	21518	2015/2016	2015-10-03 00:00:00	2030143	8306	8372	2.1	2.10	2.1	2.0	2.1	2.05	2.07	669	2013-09-20 00:00:00	Balanced	Little	Mixed	Organised	Normal	Normal	Normal	Organised	Medium	Press	Normal	Cover
85114	24529	21518	21518	2015/2016	2015-10-03 00:00:00	2030143	8306	8372	2.1	2.10	2.1	2.0	2.1	2.05	2.07	670	2014-09-19 00:00:00	Balanced	Normal	Mixed	Organised	Normal	Normal	Normal	Organised	Medium	Press	Normal	Cover
85115	24529	21518	21518	2015/2016	2015-10-03 00:00:00	2030143	8306	8372	2.1	2.10	2.1	2.0	2.1	2.05	2.07	671	2015-09-10 00:00:00	Balanced	Normal	Mixed	Organised	Normal	Normal	Normal	Organised	Medium	Press	Normal	Cover
85116	24550	21518	21518	2015/2016	2015-10-25 00:00:00	2030164	8306	10205	3.5	3.25	3.3	3.5	3.5	3.60	3.43	666	2010-02-22 00:00:00	Slow	Little	Short	Organised	Normal	Normal	Lots	Organised	Medium	Press	Normal	Offside Trap
85117	24550	21518	21518	2015/2016	2015-10-25 00:00:00	2030164	8306	10205	3.5	3.25	3.3	3.5	3.5	3.60	3.43	667	2011-02-22 00:00:00	Balanced	Little	Mixed	Organised	Risky	Normal	Normal	Organised	Medium	Press	Wide	Cover
85118	24550	21518	21518	2015/2016	2015-10-25 00:00:00	2030164	8306	10205	3.5	3.25	3.3	3.5	3.5	3.60	3.43	668	2012-02-22 00:00:00	Balanced	Little	Mixed	Organised	Normal	Normal	Normal	Organised	Medium	Press	Normal	Cover
85119	24550	21518	21518	2015/2016	2015-10-25 00:00:00	2030164	8306	10205	3.5	3.25	3.3	3.5	3.5	3.60	3.43	669	2013-09-20 00:00:00	Balanced	Little	Mixed	Organised	Normal	Normal	Normal	Organised	Medium	Press	Normal	Cover
85120	24550	21518	21518	2015/2016	2015-10-25 00:00:00	2030164	8306	10205	3.5	3.25	3.3	3.5	3.5	3.60	3.43	670	2014-09-19 00:00:00	Balanced	Normal	Mixed	Organised	Normal	Normal	Normal	Organised	Medium	Press	Normal	Cover
85121	24550	21518	21518	2015/2016	2015-10-25 00:00:00	2030164	8306	10205	3.5	3.25	3.3	3.5	3.5	3.60	3.43	671	2015-09-10 00:00:00	Balanced	Normal	Mixed	Organised	Normal	Normal	Normal	Organised	Medium	Press	Normal	Cover

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter